Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection.
Mohammad MasumHossain ShahriarHisham HaddadMd Jobair Hossain FarukMaria ValeroMd Abdullah KhanMohammad Ashiqur RahmanMuhaiminul I. AdnanAlfredo CuzzocreaPublished in: CoRR (2022)
Keyphrases
- network intrusion detection
- intrusion detection
- gaussian processes
- anomaly detection
- network intrusion
- intrusion detection system
- neural network
- network anomaly detection
- artificial immune
- fraud detection
- network traffic
- network attacks
- model selection
- network traffic data
- belief nets
- decision trees
- real world
- bayesian inference
- knowledge discovery
- active learning
- high dimensional
- feature space
- data mining